Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 1801 |
| Missing cells | 10061 |
| Missing cells (%) | 25.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 559.8 KiB |
| Average record size in memory | 318.3 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 19 |
| Unsupported | 1 |
Country has a high cardinality: 147 distinct values | High cardinality |
Country_Code has a high cardinality: 147 distinct values | High cardinality |
Year is highly overall correlated with GDP_Per_Capita and 3 other fields | High correlation |
Gross_Production is highly overall correlated with GDP and 3 other fields | High correlation |
GDP is highly overall correlated with Gross_Production and 9 other fields | High correlation |
GDP_Per_Capita is highly overall correlated with Year and 8 other fields | High correlation |
No of frost days is highly overall correlated with Avg temperature and 3 other fields | High correlation |
Avg temperature is highly overall correlated with No of frost days and 4 other fields | High correlation |
Control of Corruption: Estimate is highly overall correlated with GDP_Per_Capita and 5 other fields | High correlation |
Use of IMF credit (DOD, current US$) is highly overall correlated with GDP and 1 other fields | High correlation |
Gross enrolment ratio, primary to tertiary, both sexes (%) is highly overall correlated with Year and 9 other fields | High correlation |
Gross enrolment ratio, primary to tertiary, female (%) is highly overall correlated with Year and 10 other fields | High correlation |
Gross enrolment ratio, primary to tertiary, male (%) is highly overall correlated with Year and 10 other fields | High correlation |
Area is highly overall correlated with Gross_Production and 2 other fields | High correlation |
Population is highly overall correlated with Gross_Production and 3 other fields | High correlation |
Quality of trade- and transport-related infrastructure, score (1=low to 5=high) is highly overall correlated with GDP and 8 other fields | High correlation |
Gini coefficient is highly overall correlated with No of frost days and 1 other fields | High correlation |
Total Fertilizer Use is highly overall correlated with GDP and 7 other fields | High correlation |
Agriculture Research Spending is highly overall correlated with Gross_Production and 5 other fields | High correlation |
Gross_Prod_Per_Capita is highly overall correlated with GDP_Per_Capita and 5 other fields | High correlation |
GDP has 27 (1.5%) missing values | Missing |
GDP_Per_Capita has 27 (1.5%) missing values | Missing |
Control of Corruption: Estimate has 1059 (58.8%) missing values | Missing |
Use of IMF credit (DOD, current US$) has 352 (19.5%) missing values | Missing |
Gross enrolment ratio, primary to tertiary, female (%) has 473 (26.3%) missing values | Missing |
Gross enrolment ratio, primary to tertiary, male (%) has 473 (26.3%) missing values | Missing |
Quality of trade- and transport-related infrastructure, score (1=low to 5=high) has 1725 (95.8%) missing values | Missing |
Gini coefficient has 1393 (77.3%) missing values | Missing |
Total Fertilizer Use has 1284 (71.3%) missing values | Missing |
Agriculture Research Spending has 1562 (86.7%) missing values | Missing |
GHI has 1686 (93.6%) missing values | Missing |
Gross enrolment ratio, primary to tertiary, both sexes (%) has unique values | Unique |
Gross_Prod_Per_Capita has unique values | Unique |
GHI is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
No of frost days has 988 (54.9%) zeros | Zeros |
Use of IMF credit (DOD, current US$) has 242 (13.4%) zeros | Zeros |
Total Fertilizer Use has 38 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-24 18:57:55.401369 |
|---|---|
| Analysis finished | 2023-10-24 18:58:48.619353 |
| Duration | 53.22 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Country
Categorical
| Distinct | 147 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 128.2 KiB |
| Tunisia | 37 |
|---|---|
| Peru | 35 |
| Indonesia | 34 |
| Morocco | 34 |
| Colombia | 34 |
| Other values (142) |
Length
| Max length | 24 |
|---|---|
| Median length | 19 |
| Mean length | 7.8661855 |
| Min length | 4 |
Characters and Unicode
| Total characters | 14167 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Albania |
| 4th row | Albania |
| 5th row | Albania |
Common Values
| Value | Count | Frequency (%) |
| Tunisia | 37 | 2.1% |
| Peru | 35 | 1.9% |
| Indonesia | 34 | 1.9% |
| Morocco | 34 | 1.9% |
| Colombia | 34 | 1.9% |
| Malawi | 32 | 1.8% |
| Lesotho | 32 | 1.8% |
| Jordan | 32 | 1.8% |
| Philippines | 32 | 1.8% |
| Mauritius | 30 | 1.7% |
| Other values (137) | 1469 |
Length
| Value | Count | Frequency (%) |
| republic | 47 | 2.3% |
| tunisia | 37 | 1.8% |
| peru | 35 | 1.7% |
| indonesia | 34 | 1.7% |
| morocco | 34 | 1.7% |
| colombia | 34 | 1.7% |
| malawi | 32 | 1.6% |
| lesotho | 32 | 1.6% |
| jordan | 32 | 1.6% |
| philippines | 32 | 1.6% |
| Other values (154) | 1704 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2203 | |
| i | 1386 | 9.8% |
| n | 1130 | 8.0% |
| e | 894 | 6.3% |
| o | 844 | 6.0% |
| r | 816 | 5.8% |
| l | 610 | 4.3% |
| u | 579 | 4.1% |
| s | 464 | 3.3% |
| d | 421 | 3.0% |
| Other values (41) | 4820 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11855 | |
| Uppercase Letter | 2056 | 14.5% |
| Space Separator | 252 | 1.8% |
| Dash Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2203 | |
| i | 1386 | |
| n | 1130 | |
| e | 894 | 7.5% |
| o | 844 | 7.1% |
| r | 816 | 6.9% |
| l | 610 | 5.1% |
| u | 579 | 4.9% |
| s | 464 | 3.9% |
| d | 421 | 3.6% |
| Other values (16) | 2508 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 256 | |
| C | 181 | 8.8% |
| S | 171 | 8.3% |
| B | 161 | 7.8% |
| A | 128 | 6.2% |
| P | 124 | 6.0% |
| G | 114 | 5.5% |
| I | 111 | 5.4% |
| R | 110 | 5.4% |
| T | 109 | 5.3% |
| Other values (13) | 591 |
Space Separator
| Value | Count | Frequency (%) |
| 252 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13911 | |
| Common | 256 | 1.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2203 | |
| i | 1386 | 10.0% |
| n | 1130 | 8.1% |
| e | 894 | 6.4% |
| o | 844 | 6.1% |
| r | 816 | 5.9% |
| l | 610 | 4.4% |
| u | 579 | 4.2% |
| s | 464 | 3.3% |
| d | 421 | 3.0% |
| Other values (39) | 4564 |
Common
| Value | Count | Frequency (%) |
| 252 | ||
| - | 4 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14167 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2203 | |
| i | 1386 | 9.8% |
| n | 1130 | 8.0% |
| e | 894 | 6.3% |
| o | 844 | 6.0% |
| r | 816 | 5.8% |
| l | 610 | 4.3% |
| u | 579 | 4.1% |
| s | 464 | 3.3% |
| d | 421 | 3.0% |
| Other values (41) | 4820 |
Year
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1991.9106 |
| Minimum | 1970 |
|---|---|
| Maximum | 2007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.9 KiB |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1972 |
| Q1 | 1982 |
| median | 1994 |
| Q3 | 2002 |
| 95-th percentile | 2006 |
| Maximum | 2007 |
| Range | 37 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.450439 |
|---|---|
| Coefficient of variation (CV) | 0.0057484705 |
| Kurtosis | -1.2608184 |
| Mean | 1991.9106 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.33795002 |
| Sum | 3587431 |
| Variance | 131.11256 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2005 | 94 | 5.2% |
| 2006 | 91 | 5.1% |
| 2004 | 90 | 5.0% |
| 2007 | 89 | 4.9% |
| 2003 | 86 | 4.8% |
| 2002 | 86 | 4.8% |
| 2000 | 84 | 4.7% |
| 1996 | 69 | 3.8% |
| 1998 | 56 | 3.1% |
| 1999 | 51 | 2.8% |
| Other values (28) | 1005 |
| Value | Count | Frequency (%) |
| 1970 | 15 | 0.8% |
| 1971 | 41 | |
| 1972 | 35 | |
| 1973 | 38 | |
| 1974 | 36 | |
| 1975 | 38 | |
| 1976 | 40 | |
| 1977 | 39 | |
| 1978 | 37 | |
| 1979 | 40 |
| Value | Count | Frequency (%) |
| 2007 | 89 | |
| 2006 | 91 | |
| 2005 | 94 | |
| 2004 | 90 | |
| 2003 | 86 | |
| 2002 | 86 | |
| 2001 | 48 | |
| 2000 | 84 | |
| 1999 | 51 | |
| 1998 | 56 |
Gross_Production
Real number (ℝ)
| Distinct | 1799 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7813175.2 |
| Minimum | 3151 |
|---|---|
| Maximum | 3.864482 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 3151 |
|---|---|
| 5-th percentile | 53825 |
| Q1 | 510608 |
| median | 1327755 |
| Q3 | 4945471 |
| 95-th percentile | 27352720 |
| Maximum | 3.864482 × 108 |
| Range | 3.8644505 × 108 |
| Interquartile range (IQR) | 4434863 |
Descriptive statistics
| Standard deviation | 25219620 |
|---|---|
| Coefficient of variation (CV) | 3.2278324 |
| Kurtosis | 87.249673 |
| Mean | 7813175.2 |
| Median Absolute Deviation (MAD) | 1158241 |
| Skewness | 8.0765269 |
| Sum | 1.4071529 × 1010 |
| Variance | 6.3602924 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3260 | 3 | 0.2% |
| 2226346 | 1 | 0.1% |
| 9341945 | 1 | 0.1% |
| 512414 | 1 | 0.1% |
| 526245 | 1 | 0.1% |
| 567914 | 1 | 0.1% |
| 816338 | 1 | 0.1% |
| 6520025 | 1 | 0.1% |
| 10580190 | 1 | 0.1% |
| 9803666 | 1 | 0.1% |
| Other values (1789) | 1789 |
| Value | Count | Frequency (%) |
| 3151 | 1 | 0.1% |
| 3260 | 3 | |
| 3284 | 1 | 0.1% |
| 5888 | 1 | 0.1% |
| 5914 | 1 | 0.1% |
| 5949 | 1 | 0.1% |
| 6033 | 1 | 0.1% |
| 6054 | 1 | 0.1% |
| 6176 | 1 | 0.1% |
| 6273 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 386448200 | 1 | |
| 380320200 | 1 | |
| 322771800 | 1 | |
| 271766600 | 1 | |
| 199926200 | 1 | |
| 192616000 | 1 | |
| 179084400 | 1 | |
| 175747700 | 1 | |
| 174290700 | 1 | |
| 169315100 | 1 |
GDP
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1774 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 27 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.5419667 × 1010 |
| Minimum | 76482103 |
|---|---|
| Maximum | 3.55034 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 76482103 |
|---|---|
| 5-th percentile | 4.6258371 × 108 |
| Q1 | 1.9327174 × 109 |
| median | 7.1864388 × 109 |
| Q3 | 4.3050096 × 1010 |
| 95-th percentile | 4.185521 × 1011 |
| Maximum | 3.55034 × 1012 |
| Range | 3.5502635 × 1012 |
| Interquartile range (IQR) | 4.1117379 × 1010 |
Descriptive statistics
| Standard deviation | 3.0082453 × 1011 |
|---|---|
| Coefficient of variation (CV) | 3.152647 |
| Kurtosis | 43.567069 |
| Mean | 9.5419667 × 1010 |
| Median Absolute Deviation (MAD) | 6.3608881 × 109 |
| Skewness | 6.02812 |
| Sum | 1.6927449 × 1014 |
| Variance | 9.0495399 × 1022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5226778809 | 1 | 0.1% |
| 3105517091 | 1 | 0.1% |
| 2885710609 | 1 | 0.1% |
| 3851213728 | 1 | 0.1% |
| 1009455484 | 1 | 0.1% |
| 1488804124 | 1 | 0.1% |
| 1792800000 | 1 | 0.1% |
| 4140470000 | 1 | 0.1% |
| 5224213018 | 1 | 0.1% |
| 7.01408353 × 1010 | 1 | 0.1% |
| Other values (1764) | 1764 | |
| (Missing) | 27 | 1.5% |
| Value | Count | Frequency (%) |
| 76482102.91 | 1 | |
| 80915831.92 | 1 | |
| 102244362.2 | 1 | |
| 102367039.3 | 1 | |
| 109157070.7 | 1 | |
| 110234939.8 | 1 | |
| 110900457 | 1 | |
| 111022090 | 1 | |
| 112133944.3 | 1 | |
| 121181556.2 | 1 |
| Value | Count | Frequency (%) |
| 3.55034 × 1012 | 1 | |
| 3.10618 × 1012 | 1 | |
| 2.75213 × 1012 | 1 | |
| 2.71706 × 1012 | 1 | |
| 2.66059 × 1012 | 1 | |
| 2.54483 × 1012 | 1 | |
| 2.49724 × 1012 | 1 | |
| 2.42181 × 1012 | 1 | |
| 2.32054 × 1012 | 1 | |
| 2.2131 × 1012 | 1 |
GDP_Per_Capita
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1774 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 27 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5257.306 |
| Minimum | 20.039529 |
|---|---|
| Maximum | 130655.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 20.039529 |
|---|---|
| 5-th percentile | 150.30498 |
| Q1 | 337.57613 |
| median | 904.34843 |
| Q3 | 3035.9299 |
| 95-th percentile | 31105.259 |
| Maximum | 130655.64 |
| Range | 130635.6 |
| Interquartile range (IQR) | 2698.3538 |
Descriptive statistics
| Standard deviation | 12225.374 |
|---|---|
| Coefficient of variation (CV) | 2.3254066 |
| Kurtosis | 22.763385 |
| Mean | 5257.306 |
| Median Absolute Deviation (MAD) | 680.23413 |
| Skewness | 4.1567794 |
| Sum | 9326460.8 |
| Variance | 1.4945977 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 211.3820742 | 1 | 0.1% |
| 852.466606 | 1 | 0.1% |
| 754.8025687 | 1 | 0.1% |
| 985.0477809 | 1 | 0.1% |
| 241.8764121 | 1 | 0.1% |
| 348.8646053 | 1 | 0.1% |
| 410.7673844 | 1 | 0.1% |
| 890.0054491 | 1 | 0.1% |
| 1000.936715 | 1 | 0.1% |
| 18794.43604 | 1 | 0.1% |
| Other values (1764) | 1764 | |
| (Missing) | 27 | 1.5% |
| Value | Count | Frequency (%) |
| 20.03952875 | 1 | |
| 22.20941504 | 1 | |
| 22.81397279 | 1 | |
| 27.46376418 | 1 | |
| 30.44526282 | 1 | |
| 31.23485178 | 1 | |
| 34.51653083 | 1 | |
| 34.73930543 | 1 | |
| 36.37603624 | 1 | |
| 36.45524107 | 1 |
| Value | Count | Frequency (%) |
| 130655.637 | 1 | |
| 114374.2465 | 1 | |
| 105399.2605 | 1 | |
| 100289.243 | 1 | |
| 90788.80049 | 1 | |
| 89859.86537 | 1 | |
| 85139.96045 | 1 | |
| 74148.32008 | 1 | |
| 69495.72674 | 1 | |
| 66810.47852 | 1 |
Country_Code
Categorical
| Distinct | 147 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 119.6 KiB |
| TUN | 37 |
|---|---|
| PER | 35 |
| IDN | 34 |
| MAR | 34 |
| COL | 34 |
| Other values (142) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 5403 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | AFG |
|---|---|
| 2nd row | AFG |
| 3rd row | ALB |
| 4th row | ALB |
| 5th row | ALB |
Common Values
| Value | Count | Frequency (%) |
| TUN | 37 | 2.1% |
| PER | 35 | 1.9% |
| IDN | 34 | 1.9% |
| MAR | 34 | 1.9% |
| COL | 34 | 1.9% |
| MWI | 32 | 1.8% |
| LSO | 32 | 1.8% |
| JOR | 32 | 1.8% |
| PHL | 32 | 1.8% |
| MUS | 30 | 1.7% |
| Other values (137) | 1469 |
Length
| Value | Count | Frequency (%) |
| tun | 37 | 2.1% |
| per | 35 | 1.9% |
| idn | 34 | 1.9% |
| mar | 34 | 1.9% |
| col | 34 | 1.9% |
| mwi | 32 | 1.8% |
| lso | 32 | 1.8% |
| jor | 32 | 1.8% |
| phl | 32 | 1.8% |
| bfa | 30 | 1.7% |
| Other values (137) | 1469 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 479 | 8.9% |
| M | 392 | 7.3% |
| N | 392 | 7.3% |
| A | 383 | 7.1% |
| L | 338 | 6.3% |
| E | 289 | 5.3% |
| I | 288 | 5.3% |
| G | 270 | 5.0% |
| B | 260 | 4.8% |
| S | 258 | 4.8% |
| Other values (16) | 2054 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 5403 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 479 | 8.9% |
| M | 392 | 7.3% |
| N | 392 | 7.3% |
| A | 383 | 7.1% |
| L | 338 | 6.3% |
| E | 289 | 5.3% |
| I | 288 | 5.3% |
| G | 270 | 5.0% |
| B | 260 | 4.8% |
| S | 258 | 4.8% |
| Other values (16) | 2054 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5403 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 479 | 8.9% |
| M | 392 | 7.3% |
| N | 392 | 7.3% |
| A | 383 | 7.1% |
| L | 338 | 6.3% |
| E | 289 | 5.3% |
| I | 288 | 5.3% |
| G | 270 | 5.0% |
| B | 260 | 4.8% |
| S | 258 | 4.8% |
| Other values (16) | 2054 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5403 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 479 | 8.9% |
| M | 392 | 7.3% |
| N | 392 | 7.3% |
| A | 383 | 7.1% |
| L | 338 | 6.3% |
| E | 289 | 5.3% |
| I | 288 | 5.3% |
| G | 270 | 5.0% |
| B | 260 | 4.8% |
| S | 258 | 4.8% |
| Other values (16) | 2054 |
No of frost days
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 537 |
|---|---|
| Distinct (%) | 29.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4228706 |
| Minimum | 0 |
|---|---|
| Maximum | 19.79 |
| Zeros | 988 |
| Zeros (%) | 54.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.57 |
| 95-th percentile | 13.3 |
| Maximum | 19.79 |
| Range | 19.79 |
| Interquartile range (IQR) | 2.57 |
Descriptive statistics
| Standard deviation | 4.5149615 |
|---|---|
| Coefficient of variation (CV) | 1.8634761 |
| Kurtosis | 3.2526603 |
| Mean | 2.4228706 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0218838 |
| Sum | 4363.59 |
| Variance | 20.384878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 988 | |
| 0.01 | 32 | 1.8% |
| 0.02 | 14 | 0.8% |
| 0.04 | 11 | 0.6% |
| 0.2 | 8 | 0.4% |
| 0.11 | 7 | 0.4% |
| 0.1 | 6 | 0.3% |
| 0.12 | 6 | 0.3% |
| 0.06 | 6 | 0.3% |
| 0.21 | 6 | 0.3% |
| Other values (527) | 717 |
| Value | Count | Frequency (%) |
| 0 | 988 | |
| 0.01 | 32 | 1.8% |
| 0.02 | 14 | 0.8% |
| 0.03 | 4 | 0.2% |
| 0.04 | 11 | 0.6% |
| 0.05 | 4 | 0.2% |
| 0.06 | 6 | 0.3% |
| 0.07 | 6 | 0.3% |
| 0.08 | 4 | 0.2% |
| 0.09 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 19.79 | 1 | |
| 19.76 | 1 | |
| 19.66 | 1 | |
| 19.58 | 1 | |
| 19.54 | 1 | |
| 19.48 | 1 | |
| 19.47 | 1 | |
| 19.46 | 1 | |
| 19.42 | 1 | |
| 19.36 | 1 |
Precipitation
Real number (ℝ)
| Distinct | 1708 |
|---|---|
| Distinct (%) | 94.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.96175 |
| Minimum | 2.64 |
|---|---|
| Maximum | 369.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 2.64 |
|---|---|
| 5-th percentile | 8.98 |
| Q1 | 53.56 |
| median | 93.2 |
| Q3 | 150.4 |
| 95-th percentile | 259.89 |
| Maximum | 369.49 |
| Range | 366.85 |
| Interquartile range (IQR) | 96.84 |
Descriptive statistics
| Standard deviation | 73.76654 |
|---|---|
| Coefficient of variation (CV) | 0.68965342 |
| Kurtosis | 0.15799409 |
| Mean | 106.96175 |
| Median Absolute Deviation (MAD) | 48.33 |
| Skewness | 0.79778006 |
| Sum | 192638.12 |
| Variance | 5441.5024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 57.5 | 3 | 0.2% |
| 21.39 | 3 | 0.2% |
| 70.27 | 3 | 0.2% |
| 16.51 | 3 | 0.2% |
| 60.33 | 3 | 0.2% |
| 142.52 | 3 | 0.2% |
| 23.31 | 3 | 0.2% |
| 125.72 | 3 | 0.2% |
| 59.04 | 2 | 0.1% |
| 20.92 | 2 | 0.1% |
| Other values (1698) | 1773 |
| Value | Count | Frequency (%) |
| 2.64 | 1 | |
| 2.86 | 1 | |
| 3.02 | 1 | |
| 3.07 | 1 | |
| 3.3 | 1 | |
| 3.52 | 1 | |
| 3.57 | 1 | |
| 3.59 | 1 | |
| 3.72 | 1 | |
| 3.74 | 1 |
| Value | Count | Frequency (%) |
| 369.49 | 1 | |
| 359.57 | 1 | |
| 346.28 | 1 | |
| 343.35 | 1 | |
| 338.55 | 1 | |
| 331.14 | 1 | |
| 321.34 | 1 | |
| 320.97 | 1 | |
| 319.58 | 1 | |
| 317.44 | 1 |
Avg temperature
Real number (ℝ)
| Distinct | 1157 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.817912 |
| Minimum | -4.88 |
|---|---|
| Maximum | 29.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20 |
| Negative (%) | 1.1% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | -4.88 |
|---|---|
| 5-th percentile | 5.84 |
| Q1 | 15.22 |
| median | 22.54 |
| Q3 | 25.35 |
| 95-th percentile | 27.61 |
| Maximum | 29.09 |
| Range | 33.97 |
| Interquartile range (IQR) | 10.13 |
Descriptive statistics
| Standard deviation | 7.3339715 |
|---|---|
| Coefficient of variation (CV) | 0.37006781 |
| Kurtosis | 0.33377164 |
| Mean | 19.817912 |
| Median Absolute Deviation (MAD) | 3.51 |
| Skewness | -1.0891837 |
| Sum | 35692.06 |
| Variance | 53.787137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.53 | 6 | 0.3% |
| 25.86 | 6 | 0.3% |
| 25.17 | 6 | 0.3% |
| 24.76 | 6 | 0.3% |
| 25.5 | 6 | 0.3% |
| 25.01 | 6 | 0.3% |
| 26.25 | 5 | 0.3% |
| 24.9 | 5 | 0.3% |
| 25.3 | 5 | 0.3% |
| 25.07 | 5 | 0.3% |
| Other values (1147) | 1745 |
| Value | Count | Frequency (%) |
| -4.88 | 1 | |
| -4.79 | 1 | |
| -4.4 | 1 | |
| -4.38 | 1 | |
| -4.34 | 1 | |
| -4.33 | 1 | |
| -4.13 | 1 | |
| -4.12 | 1 | |
| -4.1 | 1 | |
| -3.95 | 1 |
| Value | Count | Frequency (%) |
| 29.09 | 1 | 0.1% |
| 29.05 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| 28.94 | 1 | 0.1% |
| 28.9 | 2 | |
| 28.84 | 1 | 0.1% |
| 28.71 | 1 | 0.1% |
| 28.68 | 3 | |
| 28.66 | 1 | 0.1% |
| 28.62 | 2 |
Control of Corruption: Estimate
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 742 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1059 |
| Missing (%) | 58.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17360449 |
| Minimum | -1.6255742 |
|---|---|
| Maximum | 2.4591184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 372 |
| Negative (%) | 20.7% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | -1.6255742 |
|---|---|
| 5-th percentile | -1.1749837 |
| Q1 | -0.59750335 |
| median | -0.013356876 |
| Q3 | 0.88947529 |
| 95-th percentile | 2.1235431 |
| Maximum | 2.4591184 |
| Range | 4.0846926 |
| Interquartile range (IQR) | 1.4869786 |
Descriptive statistics
| Standard deviation | 1.0064264 |
|---|---|
| Coefficient of variation (CV) | 5.7972368 |
| Kurtosis | -0.63352466 |
| Mean | 0.17360449 |
| Median Absolute Deviation (MAD) | 0.7055883 |
| Skewness | 0.53037022 |
| Sum | 128.81453 |
| Variance | 1.012894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.35064733 | 1 | 0.1% |
| 2.110245705 | 1 | 0.1% |
| 2.159472227 | 1 | 0.1% |
| 2.040526152 | 1 | 0.1% |
| 1.960848689 | 1 | 0.1% |
| 1.975515485 | 1 | 0.1% |
| 1.995902896 | 1 | 0.1% |
| 2.068361998 | 1 | 0.1% |
| 2.138006687 | 1 | 0.1% |
| 2.089596987 | 1 | 0.1% |
| Other values (732) | 732 | |
| (Missing) | 1059 |
| Value | Count | Frequency (%) |
| -1.625574231 | 1 | |
| -1.531993032 | 1 | |
| -1.527264118 | 1 | |
| -1.502067566 | 1 | |
| -1.489415765 | 1 | |
| -1.471516371 | 1 | |
| -1.465013862 | 1 | |
| -1.44834578 | 1 | |
| -1.445619464 | 1 | |
| -1.442982793 | 1 |
| Value | Count | Frequency (%) |
| 2.459118366 | 1 | |
| 2.454110861 | 1 | |
| 2.434834003 | 1 | |
| 2.410111427 | 1 | |
| 2.406824589 | 1 | |
| 2.389477491 | 1 | |
| 2.374123812 | 1 | |
| 2.369009733 | 1 | |
| 2.368235588 | 1 | |
| 2.321177483 | 1 |
Use of IMF credit (DOD, current US$)
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 1199 |
|---|---|
| Distinct (%) | 82.7% |
| Missing | 352 |
| Missing (%) | 19.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5621559 × 108 |
| Minimum | 0 |
|---|---|
| Maximum | 2.8850329 × 1010 |
| Zeros | 242 |
| Zeros (%) | 13.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8590533.6 |
| median | 65763748 |
| Q3 | 2.6678719 × 108 |
| 95-th percentile | 2.0971474 × 109 |
| Maximum | 2.8850329 × 1010 |
| Range | 2.8850329 × 1010 |
| Interquartile range (IQR) | 2.5819666 × 108 |
Descriptive statistics
| Standard deviation | 2.1063488 × 109 |
|---|---|
| Coefficient of variation (CV) | 3.7869287 |
| Kurtosis | 68.594877 |
| Mean | 5.5621559 × 108 |
| Median Absolute Deviation (MAD) | 65763748 |
| Skewness | 7.4995967 |
| Sum | 8.0595639 × 1011 |
| Variance | 4.4367053 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 242 | 13.4% |
| 12000 | 4 | 0.2% |
| 16140313.6 | 2 | 0.1% |
| 8957025 | 2 | 0.1% |
| 14786947.8 | 2 | 0.1% |
| 14013909.4 | 2 | 0.1% |
| 7097774 | 2 | 0.1% |
| 7019432.5 | 2 | 0.1% |
| 91662085.2 | 1 | 0.1% |
| 49184434.8 | 1 | 0.1% |
| Other values (1189) | 1189 | |
| (Missing) | 352 | 19.5% |
| Value | Count | Frequency (%) |
| 0 | 242 | |
| 12000 | 4 | 0.2% |
| 69710.3 | 1 | 0.1% |
| 101008.9 | 1 | 0.1% |
| 354358.9 | 1 | 0.1% |
| 354900.6 | 1 | 0.1% |
| 367941.8 | 1 | 0.1% |
| 383928.4 | 1 | 0.1% |
| 387596.8 | 1 | 0.1% |
| 416000 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2.885032896 × 1010 | 1 | |
| 2.558639107 × 1010 | 1 | |
| 2.302259808 × 1010 | 1 | |
| 2.131497601 × 1010 | 1 | |
| 1.933505715 × 1010 | 1 | |
| 1.599577607 × 1010 | 1 | |
| 1.582824523 × 1010 | 1 | |
| 1.477233495 × 1010 | 1 | |
| 1.458496762 × 1010 | 1 | |
| 1.437633142 × 1010 | 1 |
Gross enrolment ratio, primary to tertiary, both sexes (%)
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1801 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.755614 |
| Minimum | 4.45329 |
|---|---|
| Maximum | 113.51159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 4.45329 |
|---|---|
| 5-th percentile | 18.45332 |
| Q1 | 42.27529 |
| median | 61.21061 |
| Q3 | 75.23842 |
| 95-th percentile | 93.34734 |
| Maximum | 113.51159 |
| Range | 109.0583 |
| Interquartile range (IQR) | 32.96313 |
Descriptive statistics
| Standard deviation | 22.610274 |
|---|---|
| Coefficient of variation (CV) | 0.38481896 |
| Kurtosis | -0.56994158 |
| Mean | 58.755614 |
| Median Absolute Deviation (MAD) | 15.3975 |
| Skewness | -0.25063913 |
| Sum | 105818.86 |
| Variance | 511.22451 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50.92417 | 1 | 0.1% |
| 11.69478 | 1 | 0.1% |
| 56.07063 | 1 | 0.1% |
| 58.48752 | 1 | 0.1% |
| 69.69496 | 1 | 0.1% |
| 94.69988 | 1 | 0.1% |
| 98.60754 | 1 | 0.1% |
| 97.39507 | 1 | 0.1% |
| 97.77402 | 1 | 0.1% |
| 97.4608 | 1 | 0.1% |
| Other values (1791) | 1791 |
| Value | Count | Frequency (%) |
| 4.45329 | 1 | |
| 5.20742 | 1 | |
| 5.22189 | 1 | |
| 5.31937 | 1 | |
| 5.47649 | 1 | |
| 5.55825 | 1 | |
| 5.73814 | 1 | |
| 5.75071 | 1 | |
| 6.03664 | 1 | |
| 6.17859 | 1 |
| Value | Count | Frequency (%) |
| 113.51159 | 1 | |
| 113.42767 | 1 | |
| 112.46801 | 1 | |
| 112.36465 | 1 | |
| 112.0835 | 1 | |
| 112.05495 | 1 | |
| 111.43046 | 1 | |
| 111.10589 | 1 | |
| 110.0657 | 1 | |
| 109.66457 | 1 |
Gross enrolment ratio, primary to tertiary, female (%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1328 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 473 |
| Missing (%) | 26.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.096475 |
| Minimum | 2.38836 |
|---|---|
| Maximum | 122.6919 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 2.38836 |
|---|---|
| 5-th percentile | 11.929603 |
| Q1 | 37.093595 |
| median | 63.039645 |
| Q3 | 78.77745 |
| 95-th percentile | 99.131642 |
| Maximum | 122.6919 |
| Range | 120.30354 |
| Interquartile range (IQR) | 41.683855 |
Descriptive statistics
| Standard deviation | 26.995701 |
|---|---|
| Coefficient of variation (CV) | 0.45680731 |
| Kurtosis | -0.8476282 |
| Mean | 59.096475 |
| Median Absolute Deviation (MAD) | 19.133615 |
| Skewness | -0.22385769 |
| Sum | 78480.118 |
| Variance | 728.76789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.09865 | 1 | 0.1% |
| 34.02897 | 1 | 0.1% |
| 52.17884 | 1 | 0.1% |
| 55.94605 | 1 | 0.1% |
| 60.09614 | 1 | 0.1% |
| 72.79504 | 1 | 0.1% |
| 73.8473 | 1 | 0.1% |
| 73.70536 | 1 | 0.1% |
| 71.98553 | 1 | 0.1% |
| 71.47243 | 1 | 0.1% |
| Other values (1318) | 1318 | |
| (Missing) | 473 | 26.3% |
| Value | Count | Frequency (%) |
| 2.38836 | 1 | |
| 3.52024 | 1 | |
| 3.69333 | 1 | |
| 3.83421 | 1 | |
| 3.90983 | 1 | |
| 4.05133 | 1 | |
| 4.2108 | 1 | |
| 4.26355 | 1 | |
| 4.44357 | 1 | |
| 4.56034 | 1 |
| Value | Count | Frequency (%) |
| 122.6919 | 1 | |
| 122.20878 | 1 | |
| 120.87788 | 1 | |
| 119.42114 | 1 | |
| 119.02966 | 1 | |
| 117.42246 | 1 | |
| 116.66313 | 1 | |
| 116.31898 | 1 | |
| 115.91076 | 1 | |
| 114.48593 | 1 |
Gross enrolment ratio, primary to tertiary, male (%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1328 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 473 |
| Missing (%) | 26.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.597012 |
| Minimum | 6.76617 |
|---|---|
| Maximum | 109.21123 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 6.76617 |
|---|---|
| 5-th percentile | 23.802591 |
| Q1 | 49.183345 |
| median | 66.842065 |
| Q3 | 76.5112 |
| 95-th percentile | 91.387642 |
| Maximum | 109.21123 |
| Range | 102.44506 |
| Interquartile range (IQR) | 27.327855 |
Descriptive statistics
| Standard deviation | 21.019311 |
|---|---|
| Coefficient of variation (CV) | 0.33578777 |
| Kurtosis | -0.27597479 |
| Mean | 62.597012 |
| Median Absolute Deviation (MAD) | 12.813535 |
| Skewness | -0.52527143 |
| Sum | 83128.832 |
| Variance | 441.81145 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 71.26862 | 1 | 0.1% |
| 42.16719 | 1 | 0.1% |
| 66.68293 | 1 | 0.1% |
| 66.95442 | 1 | 0.1% |
| 68.82968 | 1 | 0.1% |
| 71.96006 | 1 | 0.1% |
| 72.76231 | 1 | 0.1% |
| 73.42181 | 1 | 0.1% |
| 72.09901 | 1 | 0.1% |
| 71.14254 | 1 | 0.1% |
| Other values (1318) | 1318 | |
| (Missing) | 473 | 26.3% |
| Value | Count | Frequency (%) |
| 6.76617 | 1 | |
| 6.9467 | 1 | |
| 7.03014 | 1 | |
| 7.23317 | 1 | |
| 7.28181 | 1 | |
| 7.59833 | 1 | |
| 7.61054 | 1 | |
| 7.91825 | 1 | |
| 8.07128 | 1 | |
| 8.10891 | 1 |
| Value | Count | Frequency (%) |
| 109.21123 | 1 | |
| 108.06169 | 1 | |
| 107.98403 | 1 | |
| 107.83812 | 1 | |
| 106.97398 | 1 | |
| 106.52531 | 1 | |
| 105.84017 | 1 | |
| 103.69312 | 1 | |
| 103.0023 | 1 | |
| 102.73885 | 1 |
Area
Real number (ℝ)
| Distinct | 1447 |
|---|---|
| Distinct (%) | 80.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27483.802 |
| Minimum | 6 |
|---|---|
| Maximum | 552832 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 101 |
| Q1 | 2237 |
| median | 8585 |
| Q3 | 25951 |
| 95-th percentile | 128405 |
| Maximum | 552832 |
| Range | 552826 |
| Interquartile range (IQR) | 23714 |
Descriptive statistics
| Standard deviation | 64057.226 |
|---|---|
| Coefficient of variation (CV) | 2.3307265 |
| Kurtosis | 31.742292 |
| Mean | 27483.802 |
| Median Absolute Deviation (MAD) | 7137 |
| Skewness | 5.1480192 |
| Sum | 49498327 |
| Variance | 4.1033283 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 114 | 12 | 0.7% |
| 6 | 11 | 0.6% |
| 3630 | 9 | 0.5% |
| 10 | 8 | 0.4% |
| 2281 | 8 | 0.4% |
| 147 | 8 | 0.4% |
| 71 | 8 | 0.4% |
| 113 | 7 | 0.4% |
| 2150 | 7 | 0.4% |
| 11 | 7 | 0.4% |
| Other values (1437) | 1716 |
| Value | Count | Frequency (%) |
| 6 | 11 | |
| 7 | 3 | 0.2% |
| 9 | 5 | |
| 9.2 | 1 | 0.1% |
| 9.3 | 2 | 0.1% |
| 10 | 8 | |
| 10.3 | 1 | 0.1% |
| 11 | 7 | |
| 11.4 | 1 | 0.1% |
| 13 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 552832 | 1 | |
| 550536 | 1 | |
| 543356 | 1 | |
| 535080 | 1 | |
| 531398 | 1 | |
| 531392 | 1 | |
| 531003 | 1 | |
| 522704 | 1 | |
| 513795 | 1 | |
| 504997 | 1 |
Population
Real number (ℝ)
| Distinct | 1800 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43847318 |
| Minimum | 34321 |
|---|---|
| Maximum | 1.36704 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 34321 |
|---|---|
| 5-th percentile | 403211 |
| Q1 | 3103760 |
| median | 7544290 |
| Q3 | 23973100 |
| 95-th percentile | 1.44585 × 108 |
| Maximum | 1.36704 × 109 |
| Range | 1.3670057 × 109 |
| Interquartile range (IQR) | 20869340 |
Descriptive statistics
| Standard deviation | 1.5385416 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.5088615 |
| Kurtosis | 38.744938 |
| Mean | 43847318 |
| Median Absolute Deviation (MAD) | 5679690 |
| Skewness | 6.1176136 |
| Sum | 7.8969019 × 1010 |
| Variance | 2.3671104 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16347200 | 2 | 0.1% |
| 24119000 | 1 | 0.1% |
| 16440200 | 1 | 0.1% |
| 4331280 | 1 | 0.1% |
| 4612230 | 1 | 0.1% |
| 5171730 | 1 | 0.1% |
| 3717350 | 1 | 0.1% |
| 15563300 | 1 | 0.1% |
| 15745600 | 1 | 0.1% |
| 15926200 | 1 | 0.1% |
| Other values (1790) | 1790 |
| Value | Count | Frequency (%) |
| 34321 | 1 | |
| 34596 | 1 | |
| 34852 | 1 | |
| 35095 | 1 | |
| 35322 | 1 | |
| 74213 | 1 | |
| 77675 | 1 | |
| 79188 | 1 | |
| 81151 | 1 | |
| 84203 | 1 |
| Value | Count | Frequency (%) |
| 1367040000 | 1 | |
| 1359290000 | 1 | |
| 1320080000 | 1 | |
| 1277980000 | 1 | |
| 1215910000 | 1 | |
| 1198880000 | 1 | |
| 1179690000 | 1 | |
| 1179680000 | 1 | |
| 1158670000 | 1 | |
| 1136800000 | 1 |
Quality of trade- and transport-related infrastructure, score (1=low to 5=high)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 65 |
|---|---|
| Distinct (%) | 85.5% |
| Missing | 1725 |
| Missing (%) | 95.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6989484 |
| Minimum | 1.4 |
|---|---|
| Maximum | 4.29032 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 1.4 |
|---|---|
| 5-th percentile | 1.7756425 |
| Q1 | 2.14872 |
| median | 2.53125 |
| Q3 | 3.1282375 |
| 95-th percentile | 4.0521875 |
| Maximum | 4.29032 |
| Range | 2.89032 |
| Interquartile range (IQR) | 0.9795175 |
Descriptive statistics
| Standard deviation | 0.71973404 |
|---|---|
| Coefficient of variation (CV) | 0.26667202 |
| Kurtosis | -0.5769846 |
| Mean | 2.6989484 |
| Median Absolute Deviation (MAD) | 0.46154 |
| Skewness | 0.54077613 |
| Sum | 205.12008 |
| Variance | 0.51801708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 4 | 0.2% |
| 2.5 | 2 | 0.1% |
| 2.33333 | 2 | 0.1% |
| 2.83333 | 2 | 0.1% |
| 2.25 | 2 | 0.1% |
| 3.82353 | 2 | 0.1% |
| 2.3 | 2 | 0.1% |
| 2.125 | 2 | 0.1% |
| 2.28571 | 2 | 0.1% |
| 3.51064 | 1 | 0.1% |
| Other values (55) | 55 | 3.1% |
| (Missing) | 1725 |
| Value | Count | Frequency (%) |
| 1.4 | 1 | |
| 1.53333 | 1 | |
| 1.6875 | 1 | |
| 1.76923 | 1 | |
| 1.77778 | 1 | |
| 1.78261 | 1 | |
| 1.83333 | 1 | |
| 1.88889 | 1 | |
| 1.90909 | 1 | |
| 1.91667 | 1 |
| Value | Count | Frequency (%) |
| 4.29032 | 1 | |
| 4.13333 | 1 | |
| 4.11321 | 1 | |
| 4.06061 | 1 | |
| 4.04938 | 1 | |
| 4 | 1 | |
| 3.94898 | 1 | |
| 3.82353 | 2 | |
| 3.82143 | 1 | |
| 3.80952 | 1 |
Gini coefficient
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 408 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1393 |
| Missing (%) | 77.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3776982 |
| Minimum | 0.21603719 |
|---|---|
| Maximum | 0.64731308 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 0.21603719 |
|---|---|
| 5-th percentile | 0.26898248 |
| Q1 | 0.30881086 |
| median | 0.3516391 |
| Q3 | 0.43781966 |
| 95-th percentile | 0.54893146 |
| Maximum | 0.64731308 |
| Range | 0.43127589 |
| Interquartile range (IQR) | 0.1290088 |
Descriptive statistics
| Standard deviation | 0.090079597 |
|---|---|
| Coefficient of variation (CV) | 0.23849623 |
| Kurtosis | -0.28983698 |
| Mean | 0.3776982 |
| Median Absolute Deviation (MAD) | 0.053667011 |
| Skewness | 0.78726274 |
| Sum | 154.10087 |
| Variance | 0.0081143338 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3004332658 | 1 | 0.1% |
| 0.2762729373 | 1 | 0.1% |
| 0.3157907692 | 1 | 0.1% |
| 0.3059755725 | 1 | 0.1% |
| 0.263541735 | 1 | 0.1% |
| 0.2709081418 | 1 | 0.1% |
| 0.3609754303 | 1 | 0.1% |
| 0.4442544419 | 1 | 0.1% |
| 0.3730445423 | 1 | 0.1% |
| 0.2980002607 | 1 | 0.1% |
| Other values (398) | 398 | 22.1% |
| (Missing) | 1393 |
| Value | Count | Frequency (%) |
| 0.2160371934 | 1 | |
| 0.2376631971 | 1 | |
| 0.2432197027 | 1 | |
| 0.2435475319 | 1 | |
| 0.2436392682 | 1 | |
| 0.2463486319 | 1 | |
| 0.2479073845 | 1 | |
| 0.2491279652 | 1 | |
| 0.2518688906 | 1 | |
| 0.2526974636 | 1 |
| Value | Count | Frequency (%) |
| 0.6473130798 | 1 | |
| 0.6331875979 | 1 | |
| 0.6324036513 | 1 | |
| 0.613307461 | 1 | |
| 0.5873960008 | 1 | |
| 0.5868289301 | 1 | |
| 0.5825690382 | 1 | |
| 0.5811364313 | 1 | |
| 0.5756279188 | 1 | |
| 0.5727629008 | 1 |
Total Fertilizer Use
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 478 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 1284 |
| Missing (%) | 71.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.45667 |
| Minimum | 0 |
|---|---|
| Maximum | 638.91 |
| Zeros | 38 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.76 |
| median | 66.49 |
| Q3 | 136.46 |
| 95-th percentile | 342.406 |
| Maximum | 638.91 |
| Range | 638.91 |
| Interquartile range (IQR) | 125.7 |
Descriptive statistics
| Standard deviation | 118.42439 |
|---|---|
| Coefficient of variation (CV) | 1.167241 |
| Kurtosis | 3.389216 |
| Mean | 101.45667 |
| Median Absolute Deviation (MAD) | 59.14 |
| Skewness | 1.7743841 |
| Sum | 52453.1 |
| Variance | 14024.336 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38 | 2.1% |
| 15.97 | 2 | 0.1% |
| 2.75 | 2 | 0.1% |
| 4.49 | 1 | 0.1% |
| 423.34 | 1 | 0.1% |
| 3.82 | 1 | 0.1% |
| 3.83 | 1 | 0.1% |
| 6.11 | 1 | 0.1% |
| 0.29 | 1 | 0.1% |
| 0.24 | 1 | 0.1% |
| Other values (468) | 468 | 26.0% |
| (Missing) | 1284 |
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 0.01 | 1 | 0.1% |
| 0.05 | 1 | 0.1% |
| 0.24 | 1 | 0.1% |
| 0.29 | 1 | 0.1% |
| 0.36 | 1 | 0.1% |
| 0.38 | 1 | 0.1% |
| 0.42 | 1 | 0.1% |
| 0.53 | 1 | 0.1% |
| 0.71 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 638.91 | 1 | |
| 616.56 | 1 | |
| 596.01 | 1 | |
| 588.35 | 1 | |
| 571.92 | 1 | |
| 535.21 | 1 | |
| 532.87 | 1 | |
| 477.39 | 1 | |
| 465.66 | 1 | |
| 456.88 | 1 |
Agriculture Research Spending
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 219 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 1562 |
| Missing (%) | 86.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 249.73891 |
| Minimum | 1.3 |
|---|---|
| Maximum | 4976.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 1.3 |
|---|---|
| 5-th percentile | 3.88 |
| Q1 | 16.3 |
| median | 33.9 |
| Q3 | 202.65 |
| 95-th percentile | 1675.22 |
| Maximum | 4976.1 |
| Range | 4974.8 |
| Interquartile range (IQR) | 186.35 |
Descriptive statistics
| Standard deviation | 598.3624 |
|---|---|
| Coefficient of variation (CV) | 2.3959518 |
| Kurtosis | 26.005382 |
| Mean | 249.73891 |
| Median Absolute Deviation (MAD) | 27.7 |
| Skewness | 4.6255292 |
| Sum | 59687.6 |
| Variance | 358037.56 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 3 | 0.2% |
| 22.1 | 3 | 0.2% |
| 18.7 | 2 | 0.1% |
| 11.9 | 2 | 0.1% |
| 11 | 2 | 0.1% |
| 19.7 | 2 | 0.1% |
| 10.2 | 2 | 0.1% |
| 15.4 | 2 | 0.1% |
| 72.8 | 2 | 0.1% |
| 17.7 | 2 | 0.1% |
| Other values (209) | 217 | 12.0% |
| (Missing) | 1562 |
| Value | Count | Frequency (%) |
| 1.3 | 1 | 0.1% |
| 2 | 3 | |
| 2.2 | 1 | 0.1% |
| 2.6 | 1 | 0.1% |
| 2.8 | 1 | 0.1% |
| 2.9 | 2 | |
| 3.1 | 1 | 0.1% |
| 3.4 | 1 | 0.1% |
| 3.7 | 1 | 0.1% |
| 3.9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4976.1 | 1 | |
| 4077.9 | 1 | |
| 2767.3 | 1 | |
| 2703.8 | 1 | |
| 2169.6 | 1 | |
| 2164.1 | 1 | |
| 2095.9 | 1 | |
| 2092.4 | 1 | |
| 1739.1 | 1 | |
| 1729.3 | 1 |
GHI
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 1686 |
|---|---|
| Missing (%) | 93.6% |
| Memory size | 71.1 KiB |
Gross_Prod_Per_Capita
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1801 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 209.91644 |
| Minimum | 23.165542 |
|---|---|
| Maximum | 1753.9443 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.1 KiB |
Quantile statistics
| Minimum | 23.165542 |
|---|---|
| 5-th percentile | 67.652159 |
| Q1 | 119.43562 |
| median | 157.78599 |
| Q3 | 245.73112 |
| 95-th percentile | 564.6206 |
| Maximum | 1753.9443 |
| Range | 1730.7788 |
| Interquartile range (IQR) | 126.2955 |
Descriptive statistics
| Standard deviation | 158.05823 |
|---|---|
| Coefficient of variation (CV) | 0.75295786 |
| Kurtosis | 10.900391 |
| Mean | 209.91644 |
| Median Absolute Deviation (MAD) | 51.394729 |
| Skewness | 2.6760045 |
| Sum | 378059.51 |
| Variance | 24982.406 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 92.30672913 | 1 | 0.1% |
| 138.3003921 | 1 | 0.1% |
| 121.4987255 | 1 | 0.1% |
| 123.1321942 | 1 | 0.1% |
| 157.8462139 | 1 | 0.1% |
| 1753.944342 | 1 | 0.1% |
| 679.8166199 | 1 | 0.1% |
| 622.6289249 | 1 | 0.1% |
| 648.1878917 | 1 | 0.1% |
| 604.1704737 | 1 | 0.1% |
| Other values (1791) | 1791 |
| Value | Count | Frequency (%) |
| 23.16554168 | 1 | |
| 23.33125351 | 1 | |
| 24.96233508 | 1 | |
| 26.45506811 | 1 | |
| 29.92894668 | 1 | |
| 31.93195407 | 1 | |
| 32.10720846 | 1 | |
| 33.8273787 | 1 | |
| 36.08739523 | 1 | |
| 36.31706399 | 1 |
| Value | Count | Frequency (%) |
| 1753.944342 | 1 | |
| 1037.893573 | 1 | |
| 1023.466619 | 1 | |
| 1022.689884 | 1 | |
| 1017.196353 | 1 | |
| 1016.902079 | 1 | |
| 1004.416993 | 1 | |
| 1000.823897 | 1 | |
| 1000.696961 | 1 | |
| 996.1321015 | 1 |
| Year | Gross_Production | GDP | GDP_Per_Capita | No of frost days | Precipitation | Avg temperature | Control of Corruption: Estimate | Use of IMF credit (DOD, current US$) | Gross enrolment ratio, primary to tertiary, both sexes (%) | Gross enrolment ratio, primary to tertiary, female (%) | Gross enrolment ratio, primary to tertiary, male (%) | Area | Population | Quality of trade- and transport-related infrastructure, score (1=low to 5=high) | Gini coefficient | Total Fertilizer Use | Agriculture Research Spending | Gross_Prod_Per_Capita | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | 1.000 | 0.114 | 0.403 | 0.568 | 0.264 | -0.186 | -0.184 | -0.056 | 0.446 | 0.576 | 0.585 | 0.549 | -0.083 | 0.033 | NaN | -0.189 | 0.066 | -0.011 | 0.246 |
| Gross_Production | 0.114 | 1.000 | 0.789 | 0.092 | 0.310 | 0.008 | -0.278 | -0.067 | 0.486 | 0.207 | 0.185 | 0.230 | 0.694 | 0.939 | 0.305 | -0.098 | 0.313 | 0.821 | 0.401 |
| GDP | 0.403 | 0.789 | 1.000 | 0.601 | 0.412 | -0.123 | -0.375 | 0.393 | 0.530 | 0.587 | 0.584 | 0.608 | 0.431 | 0.669 | 0.753 | -0.261 | 0.630 | 0.807 | 0.473 |
| GDP_Per_Capita | 0.568 | 0.092 | 0.601 | 1.000 | 0.328 | -0.151 | -0.342 | 0.827 | 0.215 | 0.828 | 0.852 | 0.827 | -0.178 | -0.117 | 0.813 | -0.334 | 0.655 | 0.300 | 0.577 |
| No of frost days | 0.264 | 0.310 | 0.412 | 0.328 | 1.000 | -0.354 | -0.833 | 0.296 | 0.252 | 0.490 | 0.508 | 0.523 | 0.146 | 0.168 | 0.331 | -0.542 | 0.291 | 0.321 | 0.392 |
| Precipitation | -0.186 | 0.008 | -0.123 | -0.151 | -0.354 | 1.000 | 0.159 | -0.042 | -0.134 | -0.059 | -0.041 | -0.058 | -0.194 | 0.011 | -0.072 | 0.300 | 0.074 | -0.056 | 0.010 |
| Avg temperature | -0.184 | -0.278 | -0.375 | -0.342 | -0.833 | 0.159 | 1.000 | -0.400 | -0.140 | -0.522 | -0.558 | -0.562 | -0.025 | -0.112 | -0.409 | 0.559 | -0.402 | -0.155 | -0.493 |
| Control of Corruption: Estimate | -0.056 | -0.067 | 0.393 | 0.827 | 0.296 | -0.042 | -0.400 | 1.000 | -0.197 | 0.706 | 0.711 | 0.696 | -0.351 | -0.284 | 0.732 | -0.426 | 0.572 | 0.129 | 0.449 |
| Use of IMF credit (DOD, current US$) | 0.446 | 0.486 | 0.530 | 0.215 | 0.252 | -0.134 | -0.140 | -0.197 | 1.000 | 0.318 | 0.263 | 0.266 | 0.350 | 0.497 | 0.384 | -0.341 | 0.297 | 0.693 | 0.093 |
| Gross enrolment ratio, primary to tertiary, both sexes (%) | 0.576 | 0.207 | 0.587 | 0.828 | 0.490 | -0.059 | -0.522 | 0.706 | 0.318 | 1.000 | 0.992 | 0.982 | -0.151 | 0.008 | 0.719 | -0.389 | 0.611 | 0.173 | 0.568 |
| Gross enrolment ratio, primary to tertiary, female (%) | 0.585 | 0.185 | 0.584 | 0.852 | 0.508 | -0.041 | -0.558 | 0.711 | 0.263 | 0.992 | 1.000 | 0.952 | -0.200 | -0.033 | 0.707 | -0.444 | 0.576 | 0.203 | 0.612 |
| Gross enrolment ratio, primary to tertiary, male (%) | 0.549 | 0.230 | 0.608 | 0.827 | 0.523 | -0.058 | -0.562 | 0.696 | 0.266 | 0.982 | 0.952 | 1.000 | -0.161 | 0.022 | 0.725 | -0.424 | 0.627 | 0.148 | 0.603 |
| Area | -0.083 | 0.694 | 0.431 | -0.178 | 0.146 | -0.194 | -0.025 | -0.351 | 0.350 | -0.151 | -0.200 | -0.161 | 1.000 | 0.746 | -0.050 | 0.180 | -0.107 | 0.637 | 0.057 |
| Population | 0.033 | 0.939 | 0.669 | -0.117 | 0.168 | 0.011 | -0.112 | -0.284 | 0.497 | 0.008 | -0.033 | 0.022 | 0.746 | 1.000 | 0.071 | 0.037 | 0.113 | 0.754 | 0.114 |
| Quality of trade- and transport-related infrastructure, score (1=low to 5=high) | NaN | 0.305 | 0.753 | 0.813 | 0.331 | -0.072 | -0.409 | 0.732 | 0.384 | 0.719 | 0.707 | 0.725 | -0.050 | 0.071 | 1.000 | -0.366 | 0.658 | 0.578 | 0.548 |
| Gini coefficient | -0.189 | -0.098 | -0.261 | -0.334 | -0.542 | 0.300 | 0.559 | -0.426 | -0.341 | -0.389 | -0.444 | -0.424 | 0.180 | 0.037 | -0.366 | 1.000 | -0.288 | -0.063 | -0.360 |
| Total Fertilizer Use | 0.066 | 0.313 | 0.630 | 0.655 | 0.291 | 0.074 | -0.402 | 0.572 | 0.297 | 0.611 | 0.576 | 0.627 | -0.107 | 0.113 | 0.658 | -0.288 | 1.000 | 0.456 | 0.565 |
| Agriculture Research Spending | -0.011 | 0.821 | 0.807 | 0.300 | 0.321 | -0.056 | -0.155 | 0.129 | 0.693 | 0.173 | 0.203 | 0.148 | 0.637 | 0.754 | 0.578 | -0.063 | 0.456 | 1.000 | 0.434 |
| Gross_Prod_Per_Capita | 0.246 | 0.401 | 0.473 | 0.577 | 0.392 | 0.010 | -0.493 | 0.449 | 0.093 | 0.568 | 0.612 | 0.603 | 0.057 | 0.114 | 0.548 | -0.360 | 0.565 | 0.434 | 1.000 |
| Country | Year | Gross_Production | GDP | GDP_Per_Capita | Country_Code | No of frost days | Precipitation | Avg temperature | Control of Corruption: Estimate | Use of IMF credit (DOD, current US$) | Gross enrolment ratio, primary to tertiary, both sexes (%) | Gross enrolment ratio, primary to tertiary, female (%) | Gross enrolment ratio, primary to tertiary, male (%) | Area | Population | Quality of trade- and transport-related infrastructure, score (1=low to 5=high) | Gini coefficient | Total Fertilizer Use | Agriculture Research Spending | GHI | Gross_Prod_Per_Capita | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 2004 | 2226346.0 | 5.226779e+09 | 211.382074 | AFG | 8.27 | 26.62 | 13.19 | -1.350647 | NaN | 50.92417 | 29.09865 | 71.26862 | 38064.0 | 24119000.0 | NaN | NaN | 4.49 | NaN | NaN | 92.306729 |
| 1 | Afghanistan | 2003 | 2289434.0 | 4.515559e+09 | 190.683814 | AFG | 9.27 | 29.15 | 12.47 | -1.344180 | NaN | 44.59988 | 31.11663 | 57.12237 | 38899.0 | 23064900.0 | NaN | NaN | 3.22 | NaN | NaN | 99.260521 |
| 2 | Albania | 2007 | 824818.0 | 1.067732e+10 | 3595.038057 | ALB | 4.36 | 90.04 | 12.94 | -0.706940 | 163478853.7 | 70.70961 | 71.53020 | 69.92852 | 1119.0 | 3023910.0 | 2.33333 | NaN | 72.18 | NaN | 15.8 | 272.765393 |
| 3 | Albania | 2006 | 858366.0 | 8.896073e+09 | 2972.742924 | ALB | 5.83 | 90.82 | 11.85 | -0.790545 | 162459042.7 | 68.93785 | 68.95111 | 68.92506 | 1120.0 | 3054330.0 | NaN | NaN | 70.49 | NaN | NaN | 281.032501 |
| 4 | Albania | 2005 | 813707.0 | 8.052074e+09 | 2673.786584 | ALB | 6.11 | 122.86 | 11.61 | -0.813264 | 158243429.0 | 68.66119 | 68.46265 | 68.85340 | 1077.0 | 3079180.0 | NaN | 0.305957 | 91.11 | NaN | NaN | 264.260940 |
| 5 | Albania | 2004 | 819870.0 | 7.184686e+09 | 2373.581292 | ALB | 4.97 | 124.48 | 12.20 | -0.723732 | 169099897.6 | 66.21483 | 66.09478 | 66.33112 | 1122.0 | 3097750.0 | NaN | NaN | 83.18 | NaN | NaN | 264.666290 |
| 6 | Albania | 2003 | 789269.0 | 5.611496e+09 | 1846.120121 | ALB | 5.55 | 98.50 | 12.75 | -0.853787 | 159415248.0 | 66.52603 | NaN | NaN | 1121.0 | 3111010.0 | NaN | NaN | 81.80 | NaN | NaN | 253.701852 |
| 7 | Albania | 2002 | 755188.0 | 4.348068e+09 | 1425.124219 | ALB | 3.91 | 104.91 | 12.60 | -0.845341 | 144218235.1 | 65.96581 | NaN | NaN | 1140.0 | 3119030.0 | NaN | 0.317390 | 80.36 | NaN | NaN | 242.122711 |
| 8 | Albania | 2001 | 747971.0 | 3.922101e+09 | 1281.659826 | ALB | 4.85 | 96.19 | 12.54 | NaN | 141638824.6 | 66.36585 | 66.18951 | 66.53872 | 1139.0 | 3122410.0 | NaN | NaN | NaN | NaN | NaN | 239.549258 |
| 9 | Albania | 2000 | 733849.0 | 3.480355e+09 | 1126.683340 | ALB | 5.58 | 81.56 | 12.56 | -0.855564 | 148425240.2 | 65.96461 | 65.42224 | 66.49542 | 1144.0 | 3121970.0 | NaN | NaN | NaN | NaN | 20.7 | 235.059594 |
| Country | Year | Gross_Production | GDP | GDP_Per_Capita | Country_Code | No of frost days | Precipitation | Avg temperature | Control of Corruption: Estimate | Use of IMF credit (DOD, current US$) | Gross enrolment ratio, primary to tertiary, both sexes (%) | Gross enrolment ratio, primary to tertiary, female (%) | Gross enrolment ratio, primary to tertiary, male (%) | Area | Population | Quality of trade- and transport-related infrastructure, score (1=low to 5=high) | Gini coefficient | Total Fertilizer Use | Agriculture Research Spending | GHI | Gross_Prod_Per_Capita | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1791 | Zimbabwe | 1980 | 1096754.0 | 6.678868e+09 | 901.498415 | ZWE | 0.0 | 57.50 | 20.75 | NaN | 0.0 | 41.81685 | NaN | NaN | 12275.0 | 7164170.0 | NaN | NaN | NaN | NaN | NaN | 153.088774 |
| 1792 | Zimbabwe | 1979 | 1066642.0 | 5.177459e+09 | 723.106734 | ZWE | 0.0 | 50.42 | 20.60 | NaN | 0.0 | 29.99928 | NaN | NaN | 12215.0 | 6921790.0 | NaN | NaN | NaN | NaN | NaN | 154.099156 |
| 1793 | Zimbabwe | 1978 | 1133310.0 | 4.351600e+09 | 627.967118 | ZWE | 0.0 | 69.88 | 20.26 | NaN | 0.0 | 31.09332 | NaN | NaN | 12165.0 | 6703180.0 | NaN | NaN | NaN | NaN | NaN | 169.070501 |
| 1794 | Zimbabwe | 1977 | 1136339.0 | 4.364382e+09 | 650.155799 | ZWE | 0.0 | 79.02 | 20.80 | NaN | 0.0 | 34.40660 | NaN | NaN | 12115.0 | 6501890.0 | NaN | NaN | NaN | NaN | NaN | 174.770567 |
| 1795 | Zimbabwe | 1976 | 1190166.0 | 4.318372e+09 | 664.102756 | ZWE | 0.0 | 68.92 | 20.05 | NaN | 0.0 | 35.17220 | NaN | NaN | 12090.0 | 6308300.0 | NaN | NaN | NaN | NaN | NaN | 188.666677 |
| 1796 | Zimbabwe | 1975 | 1075245.0 | 4.371301e+09 | 694.532494 | ZWE | 0.0 | 60.95 | 20.21 | NaN | 0.0 | 35.55243 | NaN | NaN | 12055.0 | 6115370.0 | NaN | NaN | NaN | NaN | NaN | 175.826647 |
| 1797 | Zimbabwe | 1974 | 1130246.0 | 3.982161e+09 | 654.414192 | ZWE | 0.0 | 69.76 | 19.90 | NaN | 0.0 | 35.67601 | NaN | NaN | 12020.0 | 5920940.0 | NaN | NaN | NaN | NaN | NaN | 190.889622 |
| 1798 | Zimbabwe | 1973 | 939421.0 | 3.309354e+09 | 563.033078 | ZWE | 0.0 | 59.85 | 20.94 | NaN | 0.0 | 35.31014 | NaN | NaN | 11935.0 | 5727040.0 | NaN | NaN | NaN | NaN | NaN | 164.032554 |
| 1799 | Zimbabwe | 1972 | 1117550.0 | 2.677729e+09 | 471.936903 | ZWE | 0.0 | 56.73 | 20.57 | NaN | 0.0 | 35.27831 | NaN | NaN | 11900.0 | 5535870.0 | NaN | NaN | NaN | NaN | NaN | 201.874321 |
| 1800 | Zimbabwe | 1971 | 988307.0 | 2.178716e+09 | 397.795335 | ZWE | 0.0 | 49.43 | 21.06 | NaN | 0.0 | 33.95027 | NaN | NaN | 11835.0 | 5351200.0 | NaN | NaN | NaN | NaN | NaN | 184.688855 |